{"id":"W4407715359","doi":"10.1503/cmaj.241321","title":"Adult-onset Still disease","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Adult-onset Still's disease; Disease; Computer science; Medicine; Data science; World Wide Web; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945525,0.0002781352,0.0005503905,0.0005478084,0.0004046543,0.0004301055,0.0003668407,0.0004072729,0.01675481],"category_scores_gemma":[0.0003842258,0.00008589934,0.000235599,0.0007261976,0.0001953853,0.000365764,0.0003563399,0.0004542722,0.003643616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094226,"about_ca_system_score_gemma":0.0007827731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02404891,"about_ca_topic_score_gemma":0.03098666,"domain_scores_codex":[0.9997659,0.00001656665,0.00001276862,0.00003374185,0.00008929126,0.00008173456],"domain_scores_gemma":[0.9997925,0.00001126264,0.00005411451,0.000005680248,0.00006096699,0.00007542252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005834703,0.0002685118,0.5369454,0.001358167,0.0001628315,0.004315458,0.0008168957,0.0001497195,0.006553359,0.003414688,0.1499833,0.2954483],"study_design_scores_gemma":[0.00005404166,0.0004570896,0.7699146,0.001668995,0.0001546842,0.01916418,0.001230712,0.000222886,0.0005821341,0.001109283,0.2054057,0.00003563035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.659537,0.1252396,0.003863176,0.004248121,0.001221962,0.0005847429,0.05303845,0.000636766,0.1516302],"genre_scores_gemma":[0.8881662,0.04881025,0.001622366,0.002739045,0.0006612319,0.0001481558,0.02378726,0.00007002572,0.03399556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02404891,"threshold_uncertainty_score":0.05605042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006465830150343986,"score_gpt":0.2745246648433395,"score_spread":0.2680588346929956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}